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LlamaIndex 为 Extract 引入 Grounded Confidence 逐字段置信度评分
LlamaIndex 宣布 LlamaParse Extract 新增置信度评分（Grounded Confidence），可按字段给出抽取准确度参考，帮助应用决定哪些结果可自动接受、哪些需人工复核。该功能在 Cost Effective、Agentic 和 Agentic Plus 版本可用，官方附有开发者文档链接。
AI推荐理由 LlamaIndex 官方账号发布 LlamaParse Extract 新增逐字段置信度评分功能，用于判断抽取结果可自动接受还是需人工复核，并给出开发者文档链接，属于可验证的产品功能更新；但正文仅一段说明，无技术细节或效果数据，且互动量低，故兴趣分中等。
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正文
Grounded Confidence is here for Extract! 🦙
When your agents and workflows depend on extracted data, you need to know how accurate that data is.
We’ve added confidence scores to give you a better read on extraction accuracy, field by field. Use them to decide which results your app can accept automatically and which need human review.
Available on Cost Effective, Agentic, and Agentic Plus.
Try it out on your docs ->[developers.llamaindex.ai/llamaparse/ext…](https://developers.llamaindex.ai/llamaparse/extract/guides/extensions/#confidence-scores)t
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